{"id":"W2023873698","doi":"10.1093/shm/17.3.522-a","title":"Review: Monuments of Progress: Modernization and Public Health in Mexico, 1876-1910","year":2004,"lang":"en","type":"article","venue":"Social History of Medicine","topic":"Migration, Health, Geopolitics, Historical Geography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; Public health; Political science; Library science; Economic history; History; Medicine; Law; Nursing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818513,0.0001022832,0.0004884112,0.0002629425,0.0001901677,0.000001356307,0.0001507521,0.0001065694,0.00007537273],"category_scores_gemma":[0.0006012722,0.0001058478,0.0000461206,0.0005330248,0.001570258,0.000130364,0.00001520524,0.0001370367,0.000001156986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665841,"about_ca_system_score_gemma":0.001685904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448444,"about_ca_topic_score_gemma":0.01198819,"domain_scores_codex":[0.9978876,0.0003458278,0.00066341,0.0002030876,0.0005744254,0.0003256469],"domain_scores_gemma":[0.9988211,0.00004319655,0.0005261909,0.0001155462,0.0002770602,0.0002169381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003095185,0.0007718179,0.02604648,0.003880308,0.00003831655,0.000001576671,0.6198175,0.000002449252,0.00001272636,0.1327044,0.1671436,0.04954988],"study_design_scores_gemma":[0.001773675,0.0003679899,0.00722473,0.001358493,0.00002903037,3.825896e-7,0.005895942,0.000006711266,9.032173e-7,0.01791205,0.9652484,0.0001817122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02354105,0.7393211,0.000880527,0.216783,0.00216015,0.002432412,0.00002439245,0.0001261864,0.01473128],"genre_scores_gemma":[0.8818241,0.1052483,0.00104214,0.00950375,0.0007857581,0.00006319345,0.00007284924,0.00003675119,0.001423196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.858283,"threshold_uncertainty_score":0.9820116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489606717116244,"score_gpt":0.3434231958132381,"score_spread":0.2944625241016137,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}